Deep Learning Application for Covid-19 Diagnosis using Chest X-ray Images

  • Unique Paper ID: 151718
  • Volume: 8
  • Issue: 1
  • PageNo: 584-588
  • Abstract:
  • COVID-19 is increasing day by day from December 2019 in all over the world. The first COVID-19 Case is in Wuhan, China, on 31 December 2019. The COVID-19 virus was growing rapidly since December 2019 and now it is affecting the human’s lungs rapidly. By using Deep Learning Application for Covid-19 Diagnosis using Chest X-ray Images, with the help of chest X-ray we are able to detect whether the person is infected with COVID-19 Virus. We can predict by using Deep Learning models, CNN (convolutional neural network) trained with X ray images of COVID-19. We are also using the VGG-16 model which gives the accuracy of 88.29% in the prediction of the COVID 19 from given chest X-ray of a patient.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{151718,
        author = {Anshu Gupta and Aman Ojha and Abhishek Kumar and Astik Jain},
        title = {Deep Learning Application for Covid-19 Diagnosis using Chest X-ray Images},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {8},
        number = {1},
        pages = {584-588},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=151718},
        abstract = {COVID-19 is increasing day by day from December 2019 in all over the world.  The first COVID-19 Case is in Wuhan, China, on 31 December 2019. The COVID-19 virus was growing rapidly since December 2019 and now it is affecting the human’s lungs rapidly. By using Deep Learning Application for Covid-19 Diagnosis using Chest X-ray Images, with the help of chest X-ray we are able to detect whether the person is infected with COVID-19 Virus. We can predict by using Deep Learning models, CNN (convolutional neural network) trained with X ray images of COVID-19. We are also using the VGG-16 model which gives the accuracy of 88.29% in the prediction of the COVID 19 from given chest X-ray of a patient.},
        keywords = {COVID-19, X-rays, CNN, VGG-16, Deep learning},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 8
  • Issue: 1
  • PageNo: 584-588

Deep Learning Application for Covid-19 Diagnosis using Chest X-ray Images

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